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Datasets:
LightwheelAI
/
Lightwheel-Tasks-X7S

Tasks:
Robotics
Modalities:
Tabular
Time-series
Video
Formats:
parquet
Size:
10M - 100M
Tags:
LeRobot
LIBERO
RoboCasa
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
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Community
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - LeRobot
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+ - LIBERO
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+ - RoboCasa
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+ configs:
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+ - config_name: default
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+ data_files: data/*/*.parquet
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+ ---
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+
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+ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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+
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+ ## Dataset Description
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+
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+
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+
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+ - **Homepage:** [More Information Needed]
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+ - **Paper:** [More Information Needed]
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+ - **License:** apache-2.0
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+
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+ ## Dataset Structure
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+
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+ [meta/info.json](meta/info.json):
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+ ```json
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+ {
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+ "codebase_version": "v3.0",
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+ "robot_type": "x7s",
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+ "total_episodes": 10300,
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+ "total_frames": 10336395,
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+ "total_tasks": 206,
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+ "chunks_size": 1000,
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+ "fps": 50,
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+ "splits": {
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+ "train": "0:10300"
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+ },
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+ "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
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+ "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
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+ "features": {
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+ "observation.images.left_hand": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "video_info": {
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+ "video.width": 640,
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+ "video.height": 480,
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+ "video.fps": 50.0,
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+ "video.codec": "h264",
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+ "video.pix_fmt": "yuv420p",
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+ "video.channels": 3,
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.first_person": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "video_info": {
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+ "video.width": 640,
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+ "video.height": 480,
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+ "video.fps": 50.0,
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+ "video.codec": "h264",
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+ "video.pix_fmt": "yuv420p",
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+ "video.channels": 3,
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.right_hand": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "video_info": {
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+ "video.width": 640,
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+ "video.height": 480,
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+ "video.fps": 50.0,
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+ "video.codec": "h264",
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+ "video.pix_fmt": "yuv420p",
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+ "video.channels": 3,
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.state": {
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+ "dtype": "float32",
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+ "shape": [
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+ 25
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+ ],
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+ "names": [
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+ "base_x_joint",
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+ "base_y_joint",
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+ "base_yaw_link",
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+ "body_z_joint",
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+ "body_y_joint",
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+ "right_shoulder_y",
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+ "head_z_joint",
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+ "left_shoulder_y",
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+ "right_shoulder_x",
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+ "head_y_joint",
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+ "left_shoulder_x",
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+ "right_shoulder_z",
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+ "left_shoulder_z",
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+ "right_elbow_y",
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+ "left_elbow_y",
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+ "right_elbow_x",
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+ "left_elbow_x",
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+ "right_wrist_y",
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+ "left_wrist_y",
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+ "right_wrist_z",
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+ "left_wrist_z",
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+ "right_gripper1",
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+ "right_gripper2",
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+ "left_gripper1",
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+ "left_gripper2"
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+ ],
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+ "fps": 50
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+ },
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+ "action": {
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+ "dtype": "float32",
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+ "shape": [
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+ 21
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+ ],
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+ "names": [
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+ "base_x_joint",
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+ "base_y_joint",
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+ "base_yaw_link",
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+ "body_z_joint",
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+ "body_y_joint",
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+ "left_shoulder_y",
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+ "left_shoulder_x",
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+ "left_shoulder_z",
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+ "left_elbow_y",
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+ "left_elbow_x",
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+ "left_wrist_y",
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+ "left_wrist_z",
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+ "right_shoulder_y",
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+ "right_shoulder_x",
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+ "right_shoulder_z",
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+ "right_elbow_y",
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+ "right_elbow_x",
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+ "right_wrist_y",
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+ "right_wrist_z",
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+ "left_gripper",
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+ "right_gripper"
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+ ],
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+ "fps": 50
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+ },
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+ "processed_action": {
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+ "dtype": "float32",
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+ "shape": [
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+ 23
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+ ],
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+ "names": [
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+ "base_x_joint",
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+ "base_y_joint",
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+ "base_yaw_link",
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+ "body_z_joint",
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+ "body_y_joint",
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+ "left_shoulder_y",
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+ "left_shoulder_x",
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+ "left_shoulder_z",
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+ "left_elbow_y",
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+ "left_elbow_x",
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+ "left_wrist_y",
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+ "left_wrist_z",
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+ "right_shoulder_y",
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+ "right_shoulder_x",
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+ "right_shoulder_z",
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+ "right_elbow_y",
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+ "right_elbow_x",
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+ "right_wrist_y",
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+ "right_wrist_z",
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+ "left_gripper1",
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+ "left_gripper2",
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+ "right_gripper1",
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+ "right_gripper2"
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+ ],
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+ "fps": 50
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null,
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+ "fps": 50
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+ },
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+ "episode_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null,
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+ "fps": 50
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+ },
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+ "task_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null,
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+ "fps": 50
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+ },
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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null,
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+ "fps": 50
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+ },
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+ "frame_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null,
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+ "fps": 50
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+ }
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+ },
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+ "data_files_size_in_mb": 100,
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+ "video_files_size_in_mb": 500
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+ }
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+ ```